Black Men Who Have Sex with Men and Lifetime HIV Testing: Characterizing the Reasons and Consequences of Having Never Tested for HIVAbstractHIV testing remains a critical point of entry to HIV treatment services and now biomedical prevention as well. Yet despite the high HIV prevalence among Black men who have sex with men (MSM), insufficient attention has been given to factors associated with those Black MSM in the United States who have never received an HIV test in their lifetime. Promoting Our Worth, Equality, & Resilience (POWER) is a cross-sectional observational study that recruited Black MSM at Black Pride events across six cities in the United States from 2014 to 2017. Participants completed an anonymous questionnaire and were offered free, confidential HIV testing. Of the 4174 Black MSM without a prior HIV diagnosis, 404 (9.68%) had never tested for HIV (mean age = 31.03 years). Lower education and greater internalized homophobia were associated with never having tested for HIV. Higher age (AOR = 1.05, 95%, 1.02–1.07) and assumption of HIV-positivity (AOR = 3.24, 95% CI 1.53–6.84) were both associated with increased odds of an HIV-positive test result (n = 119; 36%). To compare, HIV prevalence among Black MSM who had received at least one HIV test before study participation was 23%. While a minority of Black MSM had never received an HIV test, this group had a significantly higher likelihood of HIV infection. Alternative HIV testing strategies are needed to facilitate HIV testing initiation among Black MSM for whom conventional HIV testing modalities are insufficient. |
Using Smartphone Survey Data and Machine Learning to Identify Situational and Contextual Risk Factors for HIV Risk Behavior Among Men Who Have Sex with Men Who Are Not on PrEPAbstract"Just-in-time" interventions (JITs) delivered via smartphones have considerable potential for reducing HIV risk behavior by providing pivotal support at key times prior to sex. However, these programs depend on a thorough understanding of when risk behavior is likely to occur to inform the timing of JITs. It is also critical to understand the most important momentary risk factors that may precede HIV risk behavior, so that interventions can be designed to address them. Applying machine learning (ML) methods to ecological momentary assessment data on HIV risk behaviors can help answer both questions. Eighty HIV-negative men who have sex with men (MSM) who were not on PrEP completed a daily diary survey each morning and an experience sampling survey up to six times per day via a smartphone application for 30 days. Random forest models achieved the highest area under the curve (AUC) values for classifying high-risk condomless anal sex (CAS). These models achieved 80% specificity at a sensitivity value of 74%. Unsurprisingly, the most important contextual risk factors that aided in classification were participants' plans and intentions for sex, sexual arousal, and positive affective states. Findings suggest that survey data collected throughout the day can be used to correctly classify about three of every four high-risk CAS events, while incorrectly classifying one of every five non-CAS days as involving high-risk CAS. A unique set of risk factors also often emerge prior to high-risk CAS events that may be useful targets for JITs. |
Predictive Association of Smoking with Depressive Symptoms: a Longitudinal Study of Adolescent TwinsAbstractLongitudinal, genetically informative studies of the association between cigarette smoking and depressive symptoms among adolescents are limited. We examined the longitudinal association of cigarette smoking with subsequent depressive symptoms during adolescence in a Finnish twin cohort. We used prospective data from the population-based FinnTwin12 study (maximum N = 4152 individuals, 1910 twin pairs). Current smoking status and a number of lifetime cigarettes smoked were assessed at the age of 14 and depressive symptoms at the age of 17. Negative binomial regression was conducted to model the association between smoking behavior and subsequent depressive symptoms among individuals, and within-pair analyses were conducted to control for unmeasured familial confounding. Analyses were adjusted for age, sex, school grades, drinking alcohol to intoxication, health status, family structure, parental education, and smoking, as well as for pre-existing depressiveness. The results of the individual-level analyses showed that cigarette smoking at the age of 14 predicted depressive symptoms at the age of 17. Compared to never smokers, those who had smoked over 50 cigarettes (incidence rate ratio, IRR = 1.43, 95% CI 1.28–1.60) and regular smokers (IRR = 1.46, 95% CI 1.32–1.62) had higher depression scores. The associations were attenuated when adjusted for measured covariates and further reduced in within-pair analyses. In the within-pair results, the estimates were lower within monozygotic (MZ) pairs compared to dizygotic (DZ) pairs, suggesting that shared genetic factors contribute to the associations observed in individual-based analyses. Thus, we conclude that cigarette smoking is associated with subsequent depressive symptoms during adolescence, but the association is not independent of measured confounding factors and shared genetic influences. |
Spatial Analysis of the Impact of a School-Level Youth Violence Prevention Program on Violent Crime Incidents in the CommunityAbstractThis study investigated the effect of a school-based violence prevention program on community rates of violence for youth aged 10 to 18 in three urban communities with high rates of crime and poverty. We evaluated the impact of the Olweus Bully Prevention Program (OBPP) combined with a family intervention using a multiple baseline design in which we randomized the order and timing of intervention activities across three schools. Outcomes were police reports of violent crime incidents involving offenders aged 10 to 18 years (N = 2859 incidents) across a 6-year period. We used Bayesian hierarchical regression modeling to estimate the reduction of youth violence in the census blocks of the intervention middle school zones. Models controlled for percent female head-of-household, median household income, and percent renter-occupied housing units. Block groups within the attendance zones of schools receiving the intervention had a reduced risk of violence compared with those that did not (relative risk = 0.83, 95% credible interval = 0.71, 0.99). Our findings suggest that the school-level intervention was associated with a significant reduction in community-level youth violence. Public health professionals, program planners, and policy-makers should be aware of the potential community-wide benefit of school-level interventions. |
The Core Components of Evidence-Based Social Emotional Learning ProgramsAbstractImplementing social emotional learning (SEL) programs in school settings is a promising approach to promote critical social and emotional competencies for all students. However, there are several challenges to implementing manualized SEL programs in schools, including program cost, competing demands, and content that is predetermined and cannot be tailored to individual classroom needs. Identifying core components of evidence-based SEL programs may make it possible to develop more feasible approaches to implementing SEL in schools. The purpose of this study was to systematically identify the core components in evidence-based elementary school SEL programs, using the five interrelated sets of competencies identified by the Collaborative for Academic, Social, and Emotional Learning (CASEL) as an organizing framework. We present the components that were identified, and the rates at which each component was included in the sample of evidence-based SEL programs. The core components that occurred most frequently across programs were Social Skills (100% of programs), Identifying Others' Feelings (100% of programs), Identifying One's Own Feelings (92.3% of programs), and Behavioral Coping Skills/Relaxation (91.7% of programs). These findings illustrate the feasibility of systematically identifying core components from evidence-based SEL programs and suggest potential utility of developing and evaluating modularized SEL programs. |
Financial Incentives for Promoting Participation in a School-Based Parenting Program in Low-Income CommunitiesAbstractAlthough financial incentives are a well-accepted strategy for raising parent participation rates in prevention studies, they are rarely employed in practice due to concerns about their ethics, sustainability, and public acceptability. We sought to address these common concerns in the context of a larger prevention study using financial incentives to boost parent participation in a group-based parenting program implemented in an urban school district. We examined the extent to which the financial incentives delivered via bank debit cards ($15 for attending weekly group sessions, $5 for completing weekly practice assignments) motivated parents to enroll in the program and were associated with higher attendance and practice completion but poorer participation quality in group sessions, and how parents used the extra cash. Over 3 years, 67.4% (n = 372) of eligible families enrolled in a parenting program called the Chicago Parent Program. Most parents were African American (68%) or Latinx (24%); 67% reported annual household incomes < $20,000. Although 71.2% of parents reported that the financial incentives motivated their enrollment, the most important motivators pertained to wanting to be a better parent. Parents citing incentives as motivating their enrollment had higher attendance than those who did not (p = .01). Quality of parent participation was high and unrelated to whether financial incentives motivated enrollment. Parents reported using the extra cash to purchase items for their children (92%) and groceries (56%). Results suggest that financial incentives targeting low-income families of young children may improve parent participation rates without diminishing their intrinsic motivation to improve their parenting. |
Relationship between Bullying, Substance Use, Psychiatric Disorders, and Social Problems in a Sample of Kenyan Secondary SchoolsAbstractWe aimed to investigate how direct bullying and victimization relate with substance use, the presence of psychiatric disorders, poor school performance, disruptive behaviors, and social problems among secondary school students. A cross-sectional study was conducted in 20 randomly selected mixed-day secondary school students in forms one to three in Machakos County, equivalent to students in grades 1 to 11. From a random starting point, every sixth student in the class was invited to participate. The Drug Use Screening Inventory (revised) (DUSI-R) and the Olweus Bully/Victim Questionnaire (OBVQ) were administered in a classroom-setting by trained research assistants with experience in data collection. Four categories, i.e., bully only, bully-victim, victim only, and neither bully nor victims (neutrals) were developed and problem density scores computed. Descriptive statistics, bivariate, and multinomial logistic regression analysis summarized the findings. Of the 471 students, 13.6% had not experienced bullying problems. Bully-victim was the most prevalent form of bullying. No significant gender differences were reported across categories. Bully-victims reported significant higher problem density scores in eight out of the nine problem domains, and effect sizes of the differences in problem scores between neutrals and bully-victims were larger compared with other categories. Behavioral and family system problem scores retained a significant relationship with bully-victim category (p < 0.001). A high prevalence of bullying problems was documented in both genders. However, bully-victims had a higher risk of multiple negative individual and environmental and social problems. Assessment of bullying problems is an indirect route to identifying significant youth problems. Bullying interventions should be multifaceted to address psycho-socio-behavioral problems. |
Community-Level Social Determinants and Children's School ReadinessAbstractThe current study examined links between social determinants across communities and school readiness of children attending kindergarten in each community, in literacy, math, self-regulation, and social skills. Four types of social determinants were explored: socioeconomic, crime/violence, health and well-being, and access to resources. Data came from the Oregon Kindergarten Assessment, with 40,652 entering kindergarteners attending 706 schools in the fall of 2014. The 706 schools were nested within 36 counties. Variables representing social determinants were drawn from a variety of publicly available data sources from the year(s) most recently prior to the 2014–2015 school year. Bayesian multilevel modeling was conducted with children nested within schools, within counties. Children's school readiness in all four domains was negatively predicted by economic disadvantage at the school-level (indicated by other children with whom they attend Kindergarten), accounting for economic disadvantage in their own household. Moreover, school-level economic disadvantage amplified the negative effects of children's economic disadvantage on their school readiness. Four county-level social determinants also predicted one or more of the four school readiness outcomes, accounting for child- and school-level factors: child care supply, behavioral crime, maternal smoking, and adult health. County-level findings should be interpreted with caution due to a small sample and exploratory approach. However, this study is a first step to helping leaders address critical questions about how community risk factors like crime, and resources like child care, relate to school readiness among children in their communities. |
Integrating Retention Rates into Economic Analyses of Prevention InterventionsAbstractEvidence-based prevention interventions hold great promise for enhancing the well-being of individuals, families, and society. As these interventions are implemented in new contexts and at wider scales, policymakers and private sector organizations are increasingly interested in understanding the economic returns that programs produce through reductions of burden on public service systems, such as criminal justice and human services. Thus, it is important to ensure that economic models account for factors, such as retention, which are important when interventions are implemented in real-world contexts with selective populations and voluntary participation. Yet the field of prevention has provided little guidance to help researchers and policymakers analyze the economics of interventions so that estimates reflect the impact of implementation factors on intervention cost-effectiveness. This paper discusses the role retention plays in the economic efficiency of interventions when the prevention of child maltreatment is the primary motivation for funding these programs. We present a conceptual model to serve as a guide for explicit inclusion of retention rates when calculating cost estimates to be used in cost-effectiveness analysis. A case study is presented, demonstrating the variability in estimates dependent on the definition of retention and the estimated retention rate. The results underscore the importance of improving our understanding of factors underlying and related to retention, such as engagement, which may improve the precision of cost and cost-effectiveness analysis in applied settings. |
Evaluation of a Bystander-Focused Interpersonal Violence Prevention Program with High School StudentsAbstractThis study evaluated the effectiveness of a seven-session, bystander-focused, classroom-delivered curriculum (i.e., Bringing in the Bystander—High School Curriculum [BITB-HSC]) in reducing rates of interpersonal violence among high school students. High schools (N = 26) were randomly assigned to the treatment or control condition. In classrooms in treatment schools, students (n = 1081) completed a baseline survey, participated in the BITB-HSC, and completed an immediate post-test, a short-term post-test (approx. 2 months after intervention), and a long-term post-test (approx. 1 year after intervention). Youth in control schools (n = 1322) completed surveys at similar time points but did not participate in the BITB-HSC. Participants were 15.8 years old on average and largely White (85.1%) and heterosexual (84.5%). Students exposed to the BITB-HSC demonstrated significant short-term changes in victim empathy and bystander barriers/facilitators, and long-term changes in rape myths, media literacy, bystander readiness, and knowledge relative to youth in the control condition. Although the BITB-HSC had little long-term impact on actual bystander behavior, there were reductions in some forms of violence among students in the BITB-HSC condition relative to the control condition. Future research is needed to determine if, for whom, why, and in what contexts (e.g., classroom-based versus school-wide initiatives) bystander-focused violence prevention initiatives reduce violence. |
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